Architecture Modification / Research · Jupyter Notebook

VISTA

VISTA: Velocity-Informed Staticness Temporal Attention A Physics-Aware Motion Prior for Stable Object Detection in Automotive Perception

Suceveanu Mircea Dan Sandu@MirceaDan · Atlas 56.8 · #9= builder

View on GitHub Open Suceveanu Mircea Dan Sandu's Atlas

What it is

VISTA is a video object detection framework that augments standard detection architectures (DETR, YOLO, SSD) with optical flow-based motion features and a staticness branch to improve detection of moving and static objects. It provides training scripts for three variants and includes inference code.

Scored from the code at its last scan, 8 Oct 2026. How merit is scored

Where it counts

Machine Learning90%
Computer Vision90%
Data Science20%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the Machine Learning board

Whole board

RankProjectBuilderFieldMerit

33AgroADASML Application · PythonThe AgroADAS repository provides an end-to-end system for agricultural machinery guidance, including data collection, training of a multi-task segmentation and waypoint prediction model, and C++ inference for real-time deployment.52.6/100ImplementationSuceveanu Mircea Dan SanduMachine Learning
34ml-from-scratchEducational Implementation · Jupyter NotebookThis repository contains from-scratch NumPy implementations of K-Nearest Neighbors, linear regression, and logistic regression, each with a README explaining the algorithm and usage, and a notebook demonstrating training and evaluation for linear regression.51.9/100ImplementationPop AlexandruMachine Learning
35VISTAArchitecture Modification / Research · Jupyter Notebook50.4/100ImplementationSuceveanu Mircea Dan SanduMachine Learning
36chatbot-pipelineML Application · PythonThis repository implements an end-to-end intent-based chatbot system using TensorFlow/Keras for model training and Flask for serving. It includes a standard NLP pipeline (tokenization, lemmatization, bag-of-words) and provides instructions for both training from scratch and…50.2/100ImplementationPop AlexandruMachine Learning
37socrateLibrary / Framework · Jupyter NotebookThe SocrateX library provides a modular framework for building OCR models that combine CNN feature extraction with transformer-based sequence modeling, including components for data handling, training, and inference.49.2/100Implementationvlad andreiMachine Learning

What it is

Where it counts

Around it on the Machine Learning board

More from Suceveanu Mircea Dan Sandu